Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 24 May 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
24 May 2022		 Same period 2021 Same period 2020
Rank 219 144 199
Rank change year-on-year -75 +55 -6
Contract jobs citing Amazon S3 472 470 249
As % of all contract jobs advertised in London 1.22% 1.94% 1.25%
As % of the Cloud Services category 3.20% 5.01% 3.64%
Number of daily rates quoted 370 418 208
10th Percentile £412 £438 £450
25th Percentile £500 £488 £500
Median daily rate (50th Percentile) £550 £525 £550
Median % change year-on-year +4.76% -4.55% -
75th Percentile £661 £660 £650
90th Percentile £719 £713 £703
England median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% +4.76%
Number of hourly rates quoted 2 0 0
Median hourly rate £85.00 - -
England median hourly rate £85.00 £50.00 -
% change year-on-year +70.00% - -

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 14,735 9,390 6,834
As % of all contract IT jobs advertised in London 38.14% 38.68% 34.38%
Number of daily rates quoted 11,047 6,884 5,125
10th Percentile £390 £363 £325
25th Percentile £475 £438 £425
Median daily rate (50th Percentile) £575 £525 £525
Median % change year-on-year +9.52% - -
75th Percentile £688 £625 £625
90th Percentile £775 £700 £700
England median daily rate £550 £500 £500
% change year-on-year +10.00% - -
Number of hourly rates quoted 74 41 42
10th Percentile £19.74 £15.00 £13.20
25th Percentile £23.06 £21.73 £18.55
Median hourly rate £39.75 £33.50 £24.00
Median % change year-on-year +18.66% +39.58% +11.63%
75th Percentile £64.94 £63.75 £42.89
90th Percentile £79.28 £68.00 £60.65
England median hourly rate £21.50 £21.05 £20.00
% change year-on-year +2.14% +5.25% +2.56%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 24 May 2022.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 24 May 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Jobs
Central London +9 68 £595 +19.05% 11
South London -20 15 £450 -25.00% 2
West London -6 4 £525 - 1
Amazon S3
England

For the 6 months to 24 May 2022, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 427 (90.47%) AWS
2 217 (45.97%) Serverless
3 203 (43.01%) Agile
4 201 (42.58%) Amazon EC2
5 200 (42.37%) AWS Lambda
6 195 (41.31%) Python
7 169 (35.81%) DevOps
8 168 (35.59%) CI/CD
9 143 (30.30%) Terraform
10 126 (26.69%) Amazon RDS
11 124 (26.27%) Java
12 117 (24.79%) Docker
13 112 (23.73%) Kubernetes
13 112 (23.73%) Finance
14 111 (23.52%) ETL
15 110 (23.31%) SQL
16 108 (22.88%) Amazon Redshift
17 103 (21.82%) Jenkins
18 98 (20.76%) Git (software)
18 98 (20.76%) Security Cleared
19 94 (19.92%) Azure
19 94 (19.92%) Linux
20 89 (18.86%) Amazon Athena
21 84 (17.80%) Microservices
22 82 (17.37%) Software Engineering
23 80 (16.95%) Kafka
24 78 (16.53%) Data Engineering
25 72 (15.25%) SC Cleared
26 70 (14.83%) JavaScript
26 70 (14.83%) Apache Spark

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 70 (14.83%) Apache Spark
2 17 (3.60%) Confluence
3 13 (2.75%) Apache Airflow
4 12 (2.54%) OpenStack
5 11 (2.33%) Elasticsearch
6 10 (2.12%) Apache
7 8 (1.69%) Cloud Foundry
8 6 (1.27%) nginx
9 4 (0.85%) IIS
9 4 (0.85%) Tomcat
10 2 (0.42%) Apache Pig
10 2 (0.42%) Drupal
10 2 (0.42%) JBoss
10 2 (0.42%) SharePoint
10 2 (0.42%) WebLogic
10 2 (0.42%) WebSphere
11 1 (0.21%) Documentum
11 1 (0.21%) FileNet
11 1 (0.21%) uWSGI
11 1 (0.21%) WordPress
Applications
1 3 (0.64%) MS Visio
2 1 (0.21%) Microsoft Excel
2 1 (0.21%) Microsoft Project
Business Applications
1 1 (0.21%) SAP S/4HANA
Cloud Services
1 427 (90.47%) AWS
2 217 (45.97%) Serverless
3 201 (42.58%) Amazon EC2
4 200 (42.37%) AWS Lambda
5 94 (19.92%) Azure
6 65 (13.77%) Amazon SQS
7 61 (12.92%) GitHub
8 59 (12.50%) Amazon CloudWatch
9 55 (11.65%) Amazon ECS
10 54 (11.44%) AWS CloudFormation
11 50 (10.59%) Amazon EMR
12 47 (9.96%) GCP
12 47 (9.96%) Virtual Private Cloud
13 45 (9.53%) Route 53
14 43 (9.11%) Azure Data Factory
15 42 (8.90%) Amazon EKS
16 36 (7.63%) AWS Fargate
17 34 (7.20%) Amazon Kinesis
17 34 (7.20%) Amazon SageMaker
17 34 (7.20%) OpenShift
Communications & Networking
1 21 (4.45%) DNS
2 11 (2.33%) Firewall
3 10 (2.12%) FTP
4 9 (1.91%) Internet
5 6 (1.27%) SSL
6 4 (0.85%) HTTP
7 2 (0.42%) Calico
7 2 (0.42%) DHCP
7 2 (0.42%) IPsec
7 2 (0.42%) Network Security
7 2 (0.42%) OpenLDAP
7 2 (0.42%) SMTP
7 2 (0.42%) SSH
7 2 (0.42%) VPN
8 1 (0.21%) Broadband
8 1 (0.21%) F5 BIG-IP GTM
8 1 (0.21%) Kerberos
8 1 (0.21%) NAS
8 1 (0.21%) SAN
8 1 (0.21%) tcpdump
Database & Business Intelligence
1 126 (26.69%) Amazon RDS
2 108 (22.88%) Amazon Redshift
3 89 (18.86%) Amazon Athena
4 65 (13.77%) Data Warehouse
5 63 (13.35%) Data Lake
6 60 (12.71%) Amazon DynamoDB
7 56 (11.86%) Big Data
8 48 (10.17%) PostgreSQL
9 41 (8.69%) SQL Server
10 34 (7.20%) Relational Database
11 32 (6.78%) NoSQL
12 29 (6.14%) RDBMS
13 27 (5.72%) Pentaho
14 26 (5.51%) MySQL
14 26 (5.51%) Power BI
15 23 (4.87%) Amazon Aurora
15 23 (4.87%) Metadata
15 23 (4.87%) Redis
16 19 (4.03%) Tableau
17 15 (3.18%) MongoDB
Development Applications
1 103 (21.82%) Jenkins
2 98 (20.76%) Git (software)
3 47 (9.96%) GitLab
4 37 (7.84%) Artifactory
5 31 (6.57%) JIRA
6 19 (4.03%) Bitbucket
7 12 (2.54%) CircleCI
7 12 (2.54%) ER Studio
8 9 (1.91%) JUnit
9 8 (1.69%) SonarQube
9 8 (1.69%) Subversion
10 7 (1.48%) ERwin
10 7 (1.48%) Gradle
10 7 (1.48%) Sonatype Nexus
11 6 (1.27%) Cypress.io
12 5 (1.06%) Maven
12 5 (1.06%) Postman
13 4 (0.85%) Snakemake
14 3 (0.64%) REST Assured
14 3 (0.64%) Terragrunt
General
1 112 (23.73%) Finance
2 58 (12.29%) Social Skills
3 28 (5.93%) Analytical Skills
4 24 (5.08%) Public Sector
5 21 (4.45%) Banking
6 18 (3.81%) Front Office
7 17 (3.60%) Legal
8 15 (3.18%) Financial Institution
8 15 (3.18%) Presentation Skills
9 13 (2.75%) Retail
10 9 (1.91%) Telecoms
11 8 (1.69%) Publishing
12 6 (1.27%) Marketing
12 6 (1.27%) Pharmaceutical
13 4 (0.85%) Influencing Skills
13 4 (0.85%) Law
14 2 (0.42%) Back Office
14 2 (0.42%) Billing
15 1 (0.21%) Organisational Skills
15 1 (0.21%) Wholesale Banking
Job Titles
1 124 (26.27%) Developer
2 110 (23.31%) AWS Engineer
3 94 (19.92%) Data Engineer
4 55 (11.65%) DevOps Engineer
5 52 (11.02%) Architect
6 42 (8.90%) AWS Developer
6 42 (8.90%) AWS DevOps
7 38 (8.05%) Software Engineer
8 35 (7.42%) Cloud Engineer
9 34 (7.20%) Java Developer
10 30 (6.36%) AWS DevOps Engineer
11 26 (5.51%) AWS Architect
11 26 (5.51%) React Developer
12 24 (5.08%) Developer/Software Engineer
13 23 (4.87%) AWS Software Engineer
13 23 (4.87%) Full Stack Developer
14 22 (4.66%) Java Engineer
14 22 (4.66%) Java Software Engineer
15 21 (4.45%) Java Software Developer
16 20 (4.24%) Python Developer
Libraries, Frameworks & Software Standards
1 80 (16.95%) Kafka
2 61 (12.92%) React
3 34 (7.20%) PySpark
4 31 (6.57%) AngularJS
4 31 (6.57%) REST
5 25 (5.30%) Spring Boot
6 24 (5.08%) Vue.js
7 23 (4.87%) Spring
8 22 (4.66%) JSON
9 21 (4.45%) GraphQL
10 20 (4.24%) Node.js
10 20 (4.24%) RESTful
11 19 (4.03%) CSS
12 18 (3.81%) HTML
12 18 (3.81%) Pandas
13 16 (3.39%) .NET
13 16 (3.39%) J2EE
14 15 (3.18%) Django
14 15 (3.18%) Flask
15 14 (2.97%) pytest
Miscellaneous
1 47 (9.96%) Hedge funds
2 23 (4.87%) Greenfield Project
3 19 (4.03%) Public Cloud
4 15 (3.18%) Cloud Native
4 15 (3.18%) Linux Command Line
5 13 (2.75%) Clustering
6 9 (1.91%) Management Information System
7 8 (1.69%) Life Science
8 7 (1.48%) Legacy Systems
8 7 (1.48%) Replication
9 6 (1.27%) Robotics
10 5 (1.06%) Legacy Applications
10 5 (1.06%) Self-Motivation
10 5 (1.06%) Tandem
11 4 (0.85%) Algorithms
11 4 (0.85%) Data Protection Act
11 4 (0.85%) Data Structures
11 4 (0.85%) Equities
11 4 (0.85%) Fixed Income
11 4 (0.85%) User Experience
Operating Systems
1 94 (19.92%) Linux
2 41 (8.69%) Unix
3 18 (3.81%) Windows
4 15 (3.18%) Red Hat Enterprise Linux
5 7 (1.48%) CentOS
5 7 (1.48%) Ubuntu
6 6 (1.27%) Windows Server
7 5 (1.06%) Debian
7 5 (1.06%) Mac OS
7 5 (1.06%) Windows Server 2012
7 5 (1.06%) Windows Server 2016
7 5 (1.06%) Windows Server 2019
8 4 (0.85%) Amazon Linux
8 4 (0.85%) Windows Server 2008
9 2 (0.42%) Alpine Linux
9 2 (0.42%) Oracle Linux
9 2 (0.42%) VMS
10 1 (0.21%) Windows 10
Processes & Methodologies
1 203 (43.01%) Agile
2 169 (35.81%) DevOps
3 168 (35.59%) CI/CD
4 111 (23.52%) ETL
5 84 (17.80%) Microservices
6 82 (17.37%) Software Engineering
7 78 (16.53%) Data Engineering
8 67 (14.19%) Infrastructure as Code
9 58 (12.29%) Data Modelling
10 49 (10.38%) Data Pipeline
11 48 (10.17%) Analytics
12 42 (8.90%) Asset Management
12 42 (8.90%) Continuous Delivery
12 42 (8.90%) Scrum
13 41 (8.69%) Continuous Integration
14 39 (8.26%) TDD
15 36 (7.63%) Business Intelligence
15 36 (7.63%) Full Stack Development
15 36 (7.63%) Investment Management
15 36 (7.63%) SDLC
Programming Languages
1 195 (41.31%) Python
2 124 (26.27%) Java
3 110 (23.31%) SQL
4 70 (14.83%) JavaScript
5 50 (10.59%) Bash
6 41 (8.69%) C#
6 41 (8.69%) PowerShell
7 27 (5.72%) Go
8 22 (4.66%) Scala
9 20 (4.24%) Ruby
10 15 (3.18%) TypeScript
11 14 (2.97%) Shell Script
12 7 (1.48%) T-SQL
13 6 (1.27%) Groovy
14 5 (1.06%) Perl
15 4 (0.85%) PHP
16 3 (0.64%) C
16 3 (0.64%) Kotlin
17 2 (0.42%) Rust
17 2 (0.42%) VBScript
Qualifications
1 98 (20.76%) Security Cleared
2 72 (15.25%) SC Cleared
3 23 (4.87%) AWS Certification
4 10 (2.12%) BPSS Clearance
5 9 (1.91%) FFIEC
6 7 (1.48%) PMP
7 6 (1.27%) PMI Certification
8 4 (0.85%) Degree
9 3 (0.64%) Computer Science Degree
10 2 (0.42%) CCA
10 2 (0.42%) CISSP
10 2 (0.42%) DV Cleared
11 1 (0.21%) (ISC)2 CCSP
11 1 (0.21%) Cisco Certification
11 1 (0.21%) CompTIA Security+
11 1 (0.21%) CSSLP
11 1 (0.21%) CTC Cleared
11 1 (0.21%) ITIL Certification
11 1 (0.21%) ITIL Foundation Certificate
11 1 (0.21%) TOGAF Certification
Quality Assurance & Compliance
1 32 (6.78%) Data Quality
2 18 (3.81%) GDPR
3 16 (3.39%) SLA
4 12 (2.54%) PCI DSS
5 10 (2.12%) Accessibility
5 10 (2.12%) NIST
6 9 (1.91%) GLBA
7 8 (1.69%) QA
8 4 (0.85%) ISO/IEC 27001
9 3 (0.64%) NCSC
10 1 (0.21%) Disclosure Scotland
10 1 (0.21%) MiFID
10 1 (0.21%) NIST 800
System Software
1 117 (24.79%) Docker
2 16 (3.39%) Active Directory
3 13 (2.75%) VMware Infrastructure
4 10 (2.12%) Ceph
5 7 (1.48%) HDFS
6 3 (0.64%) Squid
7 2 (0.42%) Snort
8 1 (0.21%) Apache Flume
8 1 (0.21%) Apache ZooKeeper
8 1 (0.21%) Firmware
Systems Management
1 143 (30.30%) Terraform
2 112 (23.73%) Kubernetes
3 57 (12.08%) Ansible
4 31 (6.57%) Grafana
5 28 (5.93%) Prometheus
6 17 (3.60%) Puppet
7 13 (2.75%) Kibana
8 11 (2.33%) Opscode Chef
9 9 (1.91%) Packer
10 8 (1.69%) Istio
11 6 (1.27%) Failover Clustering
12 4 (0.85%) HAProxy
12 4 (0.85%) Single Sign-On
13 3 (0.64%) QRadar
14 2 (0.42%) Consul
14 2 (0.42%) Docker Swarm
14 2 (0.42%) FlexNet
14 2 (0.42%) FortiGate
14 2 (0.42%) logstash
14 2 (0.42%) Rancher
Vendors
1 46 (9.75%) Databricks
2 29 (6.14%) Talend
3 28 (5.93%) Splunk
4 23 (4.87%) Google
5 21 (4.45%) Microsoft
5 21 (4.45%) Oracle
6 19 (4.03%) Informatica
7 18 (3.81%) Salesforce.com
8 17 (3.60%) VMware
9 14 (2.97%) Cloudera
10 10 (2.12%) Red Hat
11 9 (1.91%) ESRI
12 8 (1.69%) SAP
13 7 (1.48%) Cadence
14 5 (1.06%) Atlassian
14 5 (1.06%) IBM
14 5 (1.06%) New Relic
15 4 (0.85%) AppDynamics
15 4 (0.85%) Dynatrace
16 3 (0.64%) Spotify